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Jongyeong Lee

Follow-the-Perturbed-Leader with Fréchet-type Tail Distributions: Optimality in Adversarial Bandits and Best-of-Both-Worlds

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Mar 08, 2024
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Thompson Exploration with Best Challenger Rule in Best Arm Identification

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Oct 01, 2023
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Asymptotically Optimal Thompson Sampling Based Policy for the Uniform Bandits and the Gaussian Bandits

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Feb 28, 2023
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Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits

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Feb 03, 2023
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A Symmetric Loss Perspective of Reliable Machine Learning

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Jan 05, 2021
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Learning Only from Relevant Keywords and Unlabeled Documents

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Oct 30, 2019
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Domain Discrepancy Measure Using Complex Models in Unsupervised Domain Adaptation

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Jan 30, 2019
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On Symmetric Losses for Learning from Corrupted Labels

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Jan 27, 2019
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